JMLR: Workshop and Conference Proceedings vol 40:1–20, 2015 Efficient Representations for Lifelong Learning and Autoencoding Maria-Florina Balcan NINAMF @ CS . CMU . EDU

Source URL: jmlr.org

• Linear algebra
• Operator theory
• Functional analysis
• Linear subspace

A Clustering under Approximation Stability MARIA-FLORINA BALCAN, Georgia Institute of Technology AVRIM BLUM, Carnegie Mellon University ANUPAM GUPTA, Carnegie Mellon University

Source URL: www.cs.cmu.edu

• Cluster analysis
• Operations research
• Data mining
• Geostatistics
• Hierarchical clustering
• K-means clustering
• K-medians clustering
• K-means++
• Consensus clustering

The True Sample Complexity of Active Learning Maria-Florina Balcan Computer Science Department Carnegie Mellon University

Source URL: www.cs.cmu.edu

JMLR: Workshop and Conference Proceedings vol–22 Distributed Learning, Communication Complexity and Privacy Maria-Florina Balcan∗

Source URL: www.cs.cmu.edu

Approximate Clustering without the Approximation Maria-Florina Balcan∗ Avrim Blum† Abstract

Source URL: www.cs.cmu.edu

The True Sample Complexity of Active Learning Maria-Florina Balcan Computer Science Department Carnegie Mellon University

Source URL: www.jennwv.com

A Discriminative Framework for Clustering via Similarity Functions Maria-Florina Balcan∗ Avrim Blum∗

Source URL: www.cs.cmu.edu

Interactive Machine Learning Maria-Florina Balcan Machine Learning Image Classification

Source URL: www.phillong.info

Efficient Learning of Linear Separators under Bounded Noise Pranjal Awasthi Maria-Florina Balcan Nika Haghtalab

Source URL: arxiv.org

Distributed Machine Learning Maria-Florina Balcan Carnegie Mellon University Distributed Machine Learning Modern applications: m a s s i v e a m o u n t s of data

Source URL: grigory.us